{"id":"https://openalex.org/W2121787717","doi":"https://doi.org/10.1177/0165551506075329","title":"Combined association rules for dealing with missing values","display_name":"Combined association rules for dealing with missing values","publication_year":2007,"publication_date":"2007-04-20","ids":{"openalex":"https://openalex.org/W2121787717","doi":"https://doi.org/10.1177/0165551506075329","mag":"2121787717"},"language":"en","primary_location":{"id":"doi:10.1177/0165551506075329","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551506075329","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019824357","display_name":"Jau-Ji Shen","orcid":"https://orcid.org/0000-0001-6605-7374"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jau-Ji Shen","raw_affiliation_strings":["Department of Management Information Systems,National Chung Hsing University, Taichung, Taiwan, R.O.C","Department of Management Information Systems,NationalChung Hsing University, Taichung, Taiwan, R.O.C.#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems,National Chung Hsing University, Taichung, Taiwan, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Management Information Systems,NationalChung Hsing University, Taichung, Taiwan, R.O.C.#TAB#","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038550838","display_name":"Chin\u2010Chen Chang","orcid":"https://orcid.org/0000-0002-7319-5780"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chin-Chen Chang","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan, R.O.C., Department of Computer Science and Information Engineering, National Chung Cheng University, ChiaYi, Taiwan, R.O.C.,"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan, R.O.C., Department of Computer Science and Information Engineering, National Chung Cheng University, ChiaYi, Taiwan, R.O.C.,","institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4880106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039030327","display_name":"Yu-Chiang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Li","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, ChiaYi, Taiwan, R.O.C","Department of Computer Science and Information Engineering, National Chung-Cheng University, Chiayi, Taiwan, R.O.C#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, ChiaYi, Taiwan, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung-Cheng University, Chiayi, Taiwan, R.O.C#TAB#","institution_ids":["https://openalex.org/I148099254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038550838"],"corresponding_institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4880106"],"apc_list":null,"apc_paid":null,"fwci":4.7472,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95039528,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"33","issue":"4","first_page":"468","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.904998779296875},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7367440462112427},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.654204249382019},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6285207271575928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6030954718589783},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4998054504394531},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4134669899940491},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3789013624191284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21117666363716125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.148964524269104},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06764057278633118}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.904998779296875},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7367440462112427},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.654204249382019},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6285207271575928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6030954718589783},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4998054504394531},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4134669899940491},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3789013624191284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21117666363716125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.148964524269104},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06764057278633118},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0165551506075329","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551506075329","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1251444851","https://openalex.org/W1499170180","https://openalex.org/W1504694836","https://openalex.org/W1506285740","https://openalex.org/W1519039476","https://openalex.org/W1534707631","https://openalex.org/W1580525649","https://openalex.org/W1597161471","https://openalex.org/W1603052292","https://openalex.org/W1712463113","https://openalex.org/W1996697869","https://openalex.org/W1999500177","https://openalex.org/W2000473687","https://openalex.org/W2017185271","https://openalex.org/W2030969394","https://openalex.org/W2033626294","https://openalex.org/W2040158750","https://openalex.org/W2059652746","https://openalex.org/W2113972683","https://openalex.org/W2115482638","https://openalex.org/W2127485982","https://openalex.org/W2133160781","https://openalex.org/W2138965487","https://openalex.org/W2140190241","https://openalex.org/W2166559705","https://openalex.org/W2610700150","https://openalex.org/W2915063781","https://openalex.org/W3015634246","https://openalex.org/W3120740533","https://openalex.org/W4250442984","https://openalex.org/W4300354056","https://openalex.org/W4300680282"],"related_works":["https://openalex.org/W2392697706","https://openalex.org/W366033468","https://openalex.org/W2391054147","https://openalex.org/W2367573304","https://openalex.org/W128746893","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W4310720718","https://openalex.org/W2369717039","https://openalex.org/W2384676159"],"abstract_inverted_index":{"With":[0],"the":[1,5,9,33,45,60,79,98],"rapid":[2],"increase":[3],"in":[4,29,49,63,78,111],"use":[6],"of":[7,11,39],"databases,":[8],"problem":[10],"missing":[12,22,34,61,80,121],"values":[13,23,35,62],"inevitably":[14],"arises.":[15],"The":[16,37,104],"techniques":[17],"developed":[18],"to":[19,31,58,76,86,92],"recover":[20,59],"these":[21],"effectively":[24,43],"should":[25],"be":[26],"highly":[27],"precise":[28],"order":[30],"estimate":[32],"completely.":[36],"mining":[38],"association":[40,53,95],"rules":[41,54,96],"can":[42],"establish":[44],"relationship":[46],"among":[47],"items":[48],"databases.":[50,64],"Therefore,":[51],"discovered":[52],"are":[55],"usually":[56],"applied":[57],"This":[65],"study":[66],"presents":[67],"a":[68,84,112],"Fast":[69],"Recycle":[70],"Combined":[71],"Association":[72],"Rules":[73],"(FRCAR)":[74],"method":[75],"fill":[77],"values.":[81,122],"FRCAR":[82,109],"applies":[83],"technique":[85],"recycle":[87],"sub-frequent":[88],"itemsets":[89],"and":[90,116],"bit-arrays":[91],"discover":[93],"more":[94],"than":[97],"Missing":[99],"Value":[100],"Completion":[101],"(MVC)":[102],"approach.":[103],"experimental":[105],"result":[106],"demonstrates":[107],"that":[108],"results":[110],"higher":[113,117],"recovery":[114,118],"rate":[115],"accuracy":[119],"for":[120]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
